Score skills for autonomous loop optimization
eval-autoresearch-fitskillsetup L2★3
richfrem/agent-plugins-skills ↗What it does
Score skill viability for autonomous Karpathy-loop optimization
Best for
Identifying which skills are ready for autonomous improvement loops by assessing eval robustness
Inputs
- · skill description
- · current evals
Outputs
- · autoresearch fit score with red/green/refactor cycle recommendations
Requires
- · os-skill-improvement
- · eval-gate
Preconditions
Skill has evals.json; skill purpose is deterministic/measurable
Failure modes
- · skill too vague (improve description)
- · eval cases too few (add more)
Trust signals
- · Karpathy loop compatibility check
- · eval-gate integration
- · RED-GREEN-REFACTOR cycle